Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9549839 0.9117628 0.9942695 0.9601660
bt 0.8745981 0.9759474 0.9099747 0.6952202
maxnet 0.6495177 0.9646968 0.7878002 0.4515011
gam NA 0.9774282 NA NA
glm NA 0.6974263 NA NA

Variable Importance